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1801.02385
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Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
8 January 2018
Maayan Frid-Adar
Eyal Klang
Michal Amitai
Jacob Goldberger
H. Greenspan
MedIm
GAN
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Papers citing
"Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification"
50 / 210 papers shown
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Abdullah Yusuf Kavranoğlu
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Rui Tuo
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130
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UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation
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Xiu Su
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Liqiang Nie
188
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28 Oct 2025
A Hybrid Machine Learning Approach for Synthetic Data Generation with Post Hoc Calibration for Clinical Tabular Datasets
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12 Oct 2025
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156
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04 Oct 2025
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Rohitash Chandra
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137
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02 Oct 2025
High Cursive Complex Character Recognition using GAN External Classifier
International Conferences on Computing Advancements (ICCCA), 2022
S M Rafiuddin
GAN
184
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0
03 Sep 2025
T-CACE: A Time-Conditioned Autoregressive Contrast Enhancement Multi-Task Framework for Contrast-Free Liver MRI Synthesis, Segmentation, and Diagnosis
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Xiaojiao Xiao
Jianfeng Zhao
Qinmin Hu
Guanghui Wang
MedIm
120
1
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13 Aug 2025
Streamlining Admission with LOR Insights: AI-Based Leadership Assessment in Online Master's Program
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Gayane Grigoryan
Rushil Desai
Stephen Harmon
159
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0
07 Aug 2025
AutoGeTS: Knowledge-based Automated Generation of Text Synthetics for Improving Text Classification
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Yuanzhe Jin
Adrian Carrasco-Revilla
Joyraj Chakraborty
Min Chen
SyDa
234
0
0
04 Aug 2025
Bringing Balance to Hand Shape Classification: Mitigating Data Imbalance Through Generative Models
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Gastón Ríos
P. D. Bianco
Franco Ronchetti
F. Quiroga
Oscar Stanchi
Santiago Ponte Ahón
Waldo Hasperué
GAN
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270
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0
22 Jul 2025
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I. Heng
Senad Subasic
C. Messenger
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259
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07 Jul 2025
Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects
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Yushi Wu
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Jianghong Ma
Jiao Liu
Tianjun Wei
3DV
177
0
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20 Jun 2025
ScoreMix: Synthetic Data Generation by Score Composition in Diffusion Models Improves Recognition
Parsa Rahimi
S´ebastien Marcel
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271
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11 Jun 2025
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Tao Tan
Zhiyuan Zhu
Yuhao Huang
Yuanji Zhang
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Guangzhi He
Linliang Yin
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Xin Yang
Dong Ni
MedIm
222
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19 Mar 2025
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Damien Teney
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480
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14 Mar 2025
A Decade of Deep Learning: A Survey on The Magnificent Seven
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Muhammad Arslan Manzoor
Velibor Bojkovic
Yingxu Wang
Liang Luo
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Liang Li
Houcheng Su
Yu Zhong
Wei Liu
Shangsong Liang
OOD
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MedIm
304
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13 Dec 2024
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification
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Zhuoran Zhou
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Lei Li
DiffM
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172
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06 Dec 2024
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Yuguang Yao
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Hao Sun
Pan Wang
Huan Liu
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Sijia Liu
Tianlong Chen
MedIm
293
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29 Oct 2024
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Cheng Luo
Xiaole Xian
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Linlin Shen
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Bernard Ghanem
Xiangyu Yue
390
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13 Oct 2024
Learning Gaussian Data Augmentation in Feature Space for One-shot Object Detection in Manga
ACM Multimedia Asia (MMAsia), 2024
Takara Taniguchi
Ryosuke Furuta
287
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08 Oct 2024
Ordinary Differential Equations for Enhanced 12-Lead ECG Generation
Yakir Yehuda
Kira Radinsky
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115
1
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26 Sep 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI
IEEE Transactions on Learning Technologies (IEEE TLT), 2024
Liang Zhang
Jionghao Lin
John Sabatini
Conrad Borchers
Daniel Weitekamp
Meng Cao
John Hollander
Xiangen Hu
Arthur C. Graesser
353
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24 Sep 2024
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
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Matan Atad
D. Schinz
Hendrik Moeller
Robert Graf
Benedikt Wiestler
Daniel Rueckert
Nassir Navab
Jan S. Kirschke
Matthias Keicher
CML
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300
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Non-Reference Quality Assessment for Medical Imaging: Application to Synthetic Brain MRIs
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Torkan Gholamalizadeh
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144
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20 Jul 2024
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Jan von der Assen
Enrique Tomás Martínez Beltrán
Gérome Bovet
Burkhard Stiller
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206
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11 Jul 2024
Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models
Marek Wodzinski
K. Kwarciak
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178
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10 Jun 2024
Enhancing Indoor Temperature Forecasting through Synthetic Data in Low-Data Environments
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Massimiliano Ruocco
Alessandro Nocente
Michail Spitieris
109
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Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology
Frank Ruis
Alma M. Liezenga
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Luca Ballan
Thijs A. Eker
Richard J. M. den Hollander
Martin C. van Leeuwen
Judith Dijk
Wyke Huizinga
210
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30 May 2024
RetAssist: Facilitating Vocabulary Learners with Generative Images in Story Retelling Practices
Qiaoyi Chen
Siyu Liu
Kaihui Huang
Xingbo Wang
Xiaojuan Ma
Junkai Zhu
Zhenhui Peng
175
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23 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications
S. S. Sengar
Affan Bin Hasan
Sanjay Kumar
Fiona Carroll
MedIm
301
231
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17 May 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?
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Erdem Akagündüz
238
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10 May 2024
DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks
Matthew Squires
Xiaohui Tao
Soman Elangovan
R. Gururajan
Haoran Xie
Xujuan Zhou
Yuefeng Li
Rajendra Acharya
214
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25 Apr 2024
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning
Zhixin Pan
Emma Andrews
Laura Chang
Prabhat Mishra
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166
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19 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models
Ruibo Liu
Jerry W. Wei
Fangyu Liu
Chenglei Si
Yanzhe Zhang
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Steven Zheng
Daiyi Peng
Diyi Yang
Denny Zhou
Andrew M. Dai
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308
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11 Apr 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion
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Pieter M. Blok
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Wei Guo
418
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27 Mar 2024
A survey of synthetic data augmentation methods in computer vision
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A. Mumuni
F. Mumuni
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343
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Advancing Generative Model Evaluation: A Novel Algorithm for Realistic Image Synthesis and Comparison in OCR System
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103
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252
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Distance Guided Generative Adversarial Network for Explainable Binary Classifications
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Tong Tong
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GAN
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Alexander Zhou
Arnold Yang
Alara Yilmaz
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X. Mei
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198
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MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation
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Zhanyu Wang
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249
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Green Edge AI: A Contemporary Survey
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398
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DiffM
273
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Yue Sun
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236
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234
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